We are delighted to open up the next major version, Zoho Analytics 6.0 Beta! The new version comes packed with a wide range of functionalities for all persona, namely business users, data analysts, data engineers, and data scientists. Zoho Analytics team has meticulously developed these functionalities with a focus on current and future business needs, incorporating valuable user & market feedback.
New capabilities in Zoho Analytics 6.0 Beta includes more data connectors, new visualizations, new interactions, advanced analytical models , the ability to build custom ML models, and 60+ features.

Note: 6.0 Beta is now available in all paid plans to try out. Features available in specific plans are annotated inline.
1. Data Connectors & Data Management
New Connectors
We are expanding our already available 500+ data connectors with 25+ new connectors for big data platforms and business applications that includes Yellowbricks, ClickHouse, Dremio, Zoho Connect, Zoho Marketing Automation, Zoho Backstage, Amazon Seller Central, Airtable and many more.

Also, managing data has now become easier with the following features -- Audit history, Sync history, and Import roll back.
Audit History
Audit logs are crucial for maintaining security and troubleshooting issues. They provide a comprehensive record of user and system Actions, including details of the time when the action occurred and information about the administrator who performed the action.

Sync History
Sync history provides a detailed record of data synchronization activities, making it easy for the administrators to track the status of each data sync. The sync operations are color-coded for immediate recognition. Successful data syncs are indicated in green, and failed data syncs are marked in red with the reasons for failure along with the necessary action to be taken.
Import Rollback 
Automated imports can sometimes have errors and inconsistencies in data, and this can affect the data quality and the results. The import rollback capability reverts the current data import version to its previous version without affecting the existing data flow and analysis, ensuring data integrity.
Unified Metrics
Workspace will have data imported from varied sources, and each data source or table will have different metrics (aggregates) computed for analysis. A unified metrics consolidates all the metrics used across the workspace, helps in standardization, promotes usage, and avoids duplication.
Data Bucketing
Categorize or group data points easily with the Bucket Columns options in Zoho Analytics. (Until now, users had to write formulas to achieve this; now, it is available as an inbuilt option.) Bucketing reduces the number of distinct values (cardinality). It facilitates the transformation of numerical data into different categorical bins and makes data analysis easier.
2. Visual Analytics
Zoho Analytics supports 7+ new chart types (on top of 50+ existing ones) with extensive customization options to enhance the presentation and interpretation of the data.
- Sankey charts are best suited for visualizing the flow of any process, as they clearly capture the movement of data from one point to another. It helps understand the movement of events through interconnected lines.
- Racing charts are animated views that are best suited for visualizing the changes in the data over a period of time where the relative ranking of categories is important. They highlight and help comprehend the fluctuations and progression in the data. These types of charts grab the user's attention instantly, providing an immersive experience and helping craft a compelling story about the data.
- Spark lines are compact charts that show the trends and variations in the data without taking up much space. They are widely used alongside pivot tables and help grasp trends and allow quick comparison of metrics across different fields. Zoho Analytics supports three variations that includes line chart, area chart, and bar chart.
- Geo Map Layering, add multiple data layers to the geo map to visualize various dimensions of information. This feature includes interactive options for enhanced data exploration.
- Sunburst charts represent hierarchical data through a series of rings, or concentric circles. Each ring corresponds to a level in the hierarchy. The central or innermost circle represents the root node, or the top-level category. Moving outwards, each subsequent ring represents a subcategory, where the outermost ring is the leaf node. The size of each arc in the ring is proportional to the value of the data.
- Conversion bar charts show the connected stages of a process and the gradual decrease in data as it moves through different stages of the process. Each stage is represented by a bar, with a step or stair case pattern indicating the shift in values (along with conversion percentage) at each stage.
- Tree Map is a visualization composed of differently-sized rectangles that represent your data values. This is beneficial when you want to depict the part to whole relationship among various categories.

Zia Suggestions
Now, with the new Zia Suggestions, you can effortlessly receive insightful chart recommendations while you are in the creation process. Zia suggests a variety of charts suggestions tailored to your data, allowing you to preview and apply them seamlessly with just a click.

Global User Filter in Dashboards
You can now have a common user filter across all tabs in the dashboard. Global user filter gets applied across all reports in all tabs of the dashboard.
3. Advanced Data Analytics
Zoho Analytics now supports two more advanced data analytics methods: Anomaly Detection and Cluster Analysis.
Anomaly Detection 
Anomaly detection helps you to flag outliers in your data or metrics easily. You can now create charts which highlight anomalous points visually for your attention and action. Zoho Analytics deploys robust ML algorithms and various statistical models for detecting outliers.
Cluster Analysis 
Cluster analysis groups similar data points together based on certain factors or conditions. Each cluster contains data points that are more similar to each other than to those in other clusters, reducing the complexity of the data. Zoho Analytics deploys K-means, K-modes and K-prototypes algorithms for clustering the data points.
Alerts Based on Threshold and Anomalies
Set data alerts based on thresholds and anomalies to ensure timely identification of vital change in the key business metrics and potential issues.
Ask Zia Bot in Microsoft Teams
Combine the generative AI capabilities of Zoho Analytics' Ask Zia with Microsoft Teams. Get answers to your data queries, access key business insights quickly, predict future trends, and build reports right from within Microsoft Teams with Ask Zia bot.
4. Build your ML Models with AutoML & Code Studio
Auto ML 
Automated machine learning provides a code-free (low-code/no-code) experience to train, verify, and build custom machine learning models with high efficiency. The simple and user-friendly design makes it possible for people with varied data-level expertise to create ML models easily for their custom needs.

Code Studio 
Python Code Studio enables you to build/import custom logic and ML models for your specific data preparation, transformation, enrichment, and analytical modeling needs.

5. Data Storytelling
BI Fabric
Create unified BI portals for your organization's business needs. Collate reports from other BI applications like Tableau and Power BI. Having a unified portal improves collaboration, promotes centralized accessibility, and makes it easy for C-level executives to make robust business decisions.
Visual Zia Insights
Zia Insights now provides visual narratives! Visuals help process information far more efficiently than lengthy text descriptions. These visuals facilitate multi-dimensional interpretations like comparison, contribution, distribution, trends and proportions.
Zia Insights -Multilingual Support
Zia Insights is now available in French and Spanish. Users can choose their preferred language when accessing Zia Insights for a specific report.
Export as PPT
Export multiple views as a Microsoft PowerPoint presentation. Enhance security by protecting the file with a password.
6. More enhancements
Rank within Filters
Identify and analyze top and bottom performers across various dimensions. The rank-based ability helps find the top or bottom performers within and across individual groups without having to write complex formulas.
Date and String data types in Aggregate Formula
Zoho Analytics now supports the date and plain text as return data types in aggregate functions. This improvement proves immensely beneficial in scenarios such as cohort analysis, project milestone tracking, and various other use cases.
White Label CSS Customization
Elevate the visual appeal of your white labeled product and align it with your brand through the CSS customization feature. This latest addition to Zoho Analytics enables you to customize text, colors, and more on pages, tabs, selections, hover options, enhancing the overall look and feel.
Right to left User Interface
Zoho Analytics now supports a right to left user interface. This option is best suited for languages like Arabic and Hebrew that are read from right to left.
Security
At Zoho Analytics, ensuring data privacy and security remains our topmost priority. We have implemented additional measures to strengthen security through the following enhancements.
Zoho Directory
Zoho Analytics' integration with Zoho Directory allows administrators to handle identity and user access management with ease. You can now easily setup Single Sign-on, setup Active Directory sync, manage user access, etc.,with Zoho Directory.
Workspace Level IP Restriction
Configure workspace-level IP restrictions for enhanced security and to prevent unauthorized access. Previously, IP restrictions were available only at the account level.
Zoho Analytics Mobile App
The Zoho Analytics Mobile app has been upgraded as a native app, optimized for your specific device. This enhancement provides faster loading times, high-quality visuals, and advanced security features specific to your device's operating system to protect your data.
Email Schedule APIs
A new set of APIs are now available for managing your email schedules. These APIs enable you to create, update, trigger and delete email schedules easily.
Features in Private Beta
ChatGPT in Ask Zia
Ask Zia now integrates with ChatGPT assisting you to write complex queries and formulas for effective data analysis.
Diagnostic Analysis
Zia insights now supports diagnostic analysis helping you understand the root causes for a certain outcome.
Custom Connector
Zoho Analytics now enables you create your own integration with third party applications.
Try Zoho Analytics 6.0 Beta!
Do try out the new features and share your valuable feedback with us at
support@zohoanalytics.com. Your suggestions are crucial to helping us improve and serve you better.
Recent Topics
Zoho Books' 2025 Wrapped
Before we turn the page to a new year, it’s time to revisit the updates that made financial management simpler and more intuitive. This annual roundup brings together the most impactful features and enhancements we delivered in 2025, offering a clear
How to list WorkDrive folder contents using API
I'm trying to read folder contents using a Deluge script. The code below returns {"errors":[{"id":"F6016","title":"URL Rule is not configured"}]}". I've tried using the search API and seen similar errors. I have proved that the connection works by creating
Speed (again!)
Same old story again: impossible to work at this "speed". Category NOTES!
Need to set workflow or journey wait time (time delay) in minutes, not hours
Minimum wait time for both Campaigns workflows and Marketing Automation journeys is one hour. I need one or the other to be set to several minutes (fraction of the hour). I tried to solve this by entering a fraction but the wait time data type is an integer
sending email with another account
Hello there, i write there for an our costumer request. They want to send email from CRM with a different email (confirmed and added to zoho profile). For example they use account@zilium.com but with this account they want to send (not only with email
All new Address Field in Zoho CRM: maintain structured and accurate address inputs
Availability Update: 29 September 2025: It's currently available for all new sign-ups and for existing Zoho CRM orgs which are in the Professional edition exclusively for IN DC users. 2 March 2026: Available to users in all DCs except US and EU DC. 24
Comments aren't visible in shared spreadsheet
I would like to send a spreadsheet to people who can use it to help solve a problem as a one off use unique to them. They will have to enter data in the sheet. I have comments attached to some of the cells to explain the purpose of the data being collected.
Custom button for list page
Having problems creating a script to iterate selected rows in the list page for packages to ship them, any help would be appreciated - something simple will do like producing a count of selected rows. This snippet I found doesn't work - idList = requestParams.get("ids").toList(",");
Ask the Experts - Live Q&A webinar
Hello Community, We’re excited to host our very first Ask the Experts session! Join us on 7 April 2026 from 11 a.m. to 12 p.m. (IST) for this live webinar Q&A session, where you will have an opportunity to connect directly with our product experts, gain
Designing Multi-Step Workflow System in Zoho Creator + Deluge (Startup Build – Exploring Advanced Architecture + Partnerships)
Hi everyone, I’m currently building a Zoho-based system as part of an early-stage startup, and I’m looking to connect with others who have experience designing more advanced workflows in Creator + Deluge. This started as a standard application, but it’s
Bin Tracking with eBay integration
When trying to setup bin tracking on items that are linked to eBay listings using the built-in Zoho eBay integration, I keep getting this error: "Storage Tracking cannot be enabled for items that are manually fulfiled or for serial/batch items tracked
Removing To or CC Addresses from Desk Ticket
I was hoping i could find a way to remove unnecessary email addresses from tickets submitted via email. For example, a customer may email the support address AND others who are in the helpdesk notification group, in either the TO or CC address. This results
Update to CRM Custom Buttons: Collect Users' Location
Hello everyone! Buttons in Zoho CRM allow you to extend the default CRM capabilities for your bespoke business needs. It provides the flexibility to connect to any third-party application to perform necessary actions. Wouldn't it be better, if those buttons
Is it possible to make tags "required"
We would like to be able to make the tag field a requirement for agents before they can close a ticket. This would help with monthly reporting, where a lot of tickets end up with no tag, causing manual work to go back and add the correct tag for each
Prevent Automatic Milestone Inheritance for Newly Created Task Lists
Hello Zoho Projects Team, We hope you are doing well. We would like to request an enhancement regarding how new task lists inherit Milestone association in Zoho Projects. Current Behavior: At the moment, when a new task list is created below an existing
I would like to know wich person viewed the file
I have a franchise and my Operative Manual is in WorkdriveI, the user can´t download but despite I know How many views the file had, I would like to know wich person viewed the file Is it possible? thank you
Can I write a check in Zoho Books with no associated bill?
This currently does not seem possible, and I have a client that desperately needs this function if I am able to convert them with Quickbooks. Thank you in advance for your reply.
Cloning Module Customizations in Zoho FSM
Hello Latha, I have two Zoho FSM accounts, each in a different data center. I would like to know if it is possible to clone the module customizations I have already completed in one account to my new account in the UAE from the backend. In other words,
Ordering of Teams
Hi there, Currently, we cannot order Teams in Zoho Desk. Teams are ordered as they were created. It would be really helpful if we could customise the order of Teams. For example: We have the following Teams: Shipping Customer Service Sales Compliance
Estimate Module - Contact Field.
Hello Latha and Team, Is it possible to make the Contact field optional in the Estimate module? Best regards, Chethiya.
Item with name in different languate
Hello, is there a way to have an item with its name in different languages? For example: I sell an item in different markets and I'd like to have a Proposal and the Invoice with the Item Name in a specific language. Rino Bertolotto Zoho Specialist, STESA srl
How to keep track of bags, cans, drums of inventory?
We buy and sell products that are packaged in bags 🛍️, cans🥫, drums🛢️, etc. with batch numbers. When we get a shipment of one of the products, how do we track we received (say) 10 cans each of 5L of a product and maybe we received 10 cans of another
This version of app doesn't support this notecard type Error
So this problem is happening for any notes created within the last week, as well as any note recently edited on Android. I can open them on my phone fine, but they don't open on the website version. They DO work on the desktop app version. It's just web
PDF's Give Unsupported Type Error Message
Many of the pdf files I add to Notebook work fine but in some cases when I try to open them on the Android App I get a message saying "Unsupported Type. Psst! You are using an older version of the app which does not support this note format. Please update
Cliq iOS can't see shared screen
Hello, I had this morning a video call with a colleague. She is using Cliq Desktop MacOS and wanted to share her screen with me. I'm on iPad. I noticed, while she shared her screen, I could only see her video, but not the shared screen... Does Cliq iOS is able to display shared screen, or is it somewhere else to be found ? Regards
I am not able to check in and checkout in zoho people even location access allowed
This issue i am facing in mackbook air m1, I allowed location in chrome browser and i also tried in safari but getting similar issue. Please have a look ASAP.
Is multiple invoice e-mailing possible?
I wonder if following is possible: When you are in the invoice view, assume you have five invoices to five different customers that are pending (you have just created them, but not sent them away yet by email.) To the left of every invoice in the overview
Multiple packages in one shipment
Guys we have been asking for this for years. we want to be able to ship multiple packages for one customer in the same shipment, so as to avoid entering shipping info repeatedly, and avoid customer getting multiple tracking emails. When does this arise?
I can't add a new customer in Zoho invoice? Anyone had this issue before?
Ive been using Zoho invoice for over 6 years. Today I wanted to add a new customer to send an invoice to but it doesn't save when I try to access it from the pulldown menu when you go to send a new invoice.
set up an opportunity progress bar in canva
Hi, set up an opportunity progress bar in canva I need help to set to reproduce the progress bar or equivalent of the opportunity steps in canva as in standard view (see capture ) Thank you in advance Amadou
Which Tool Is Best to Import MSG Files to HostGator?
The best tool to import MSG files to HostGator is the MacGater Mac MSG Converter. This professional utility is specifically designed to simplify the migration of Outlook MSG files into web-based email services, including HostGator. It supports direct
Recurring event sync via Microsoft 365 Meetings
I believe syncing Recurring through the Microsoft 365 Meetings integration is already in the works but I couldn't find a reference in the community to track the progress of this work.
What's New in Zoho Invoice | April - June 2025
Hello everyone! We're excited to share the latest feature updates and enhancements we've made to Zoho Invoice from April to June 2025. In this, you will learn more about the following features: New Integrations via Zoho Marketplace Add Images to Email
Client Script | Update - Client Script Support For Custom Buttons
Hello everyone! We are excited to announce one of the most requested features - Client Script support for Custom Buttons. This enhancement lets you run custom logic on button actions, giving you greater flexibility and control over your user interactions.
import customers
Is there a way to bulk import customers? I'm moving from Acuity and would rather not have to enter everyone manually.
What's New in Zoho POS - February 2026
Hello everyone, Welcome to Zoho POS’s monthly updates, where we share our latest feature updates, enhancements, events, and more. Let’s take a look at how February went. Purchase and sell items on different units We have introduced a unit conversion functionality
Batch Tracking custom function
Hi fellow zoho users, We have our ecommerce site setup to shopify. I have some products I want to add batch tracking too, my only issue is that it breaks our shopify workflow (create sales order, invoice, payment, package) because it requires us to manually
Kaizen #236 - Using Client Script Support in Quick Create to Automate Manual Data Entry
Welcome to another post in the Kaizen Series! In this post, we explore how Client Script support in the Quick Create form can be used to automate data entry. This solution addresses a common business scenario where Zylker Furniture sells sofas, wardrobes,
Serial Numbers.
I generated serial numbers for items and there is no way to generate more serial numbers that the number of items being "sold" or created. This is annoying as how does one know what serial number they left off with when they go to receive or sell this
Ensure every user starts right with Welcome Email Templates
Adding a new user to your organization extends beyond account creation–it requires delivering the right information at the right time to ensure a productive start. New users typically require key details upon joining, such as login instructions, security
Next Page